Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 42 |
| Missing cells | 259 |
| Missing cells (%) | 22.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 9.0 KiB |
| Average record size in memory | 220.0 B |
Variable types
| Numeric | 25 |
|---|---|
| DateTime | 1 |
| Categorical | 1 |
| Boolean | 1 |
Bedtime is highly correlated with TST and 6 other fields | High correlation |
TST is highly correlated with Bedtime and 5 other fields | High correlation |
WASO is highly correlated with NOA and 3 other fields | High correlation |
Waketime is highly correlated with Bedtime and 2 other fields | High correlation |
TIB is highly correlated with Bedtime and 5 other fields | High correlation |
NOA is highly correlated with WASO and 1 other fields | High correlation |
LSD is highly correlated with Bedtime and 5 other fields | High correlation |
DSD is highly correlated with BS and 1 other fields | High correlation |
REMSD is highly correlated with SS and 2 other fields | High correlation |
SS is highly correlated with TST and 6 other fields | High correlation |
MS is highly correlated with REMSD and 2 other fields | High correlation |
BS is highly correlated with DSD and 1 other fields | High correlation |
SE is highly correlated with WASO and 1 other fields | High correlation |
SMI is highly correlated with WASO and 1 other fields | High correlation |
AI is highly correlated with WASO and 2 other fields | High correlation |
REMP is highly correlated with REMSD and 1 other fields | High correlation |
SWSP is highly correlated with LSD and 2 other fields | High correlation |
Onset is highly correlated with Bedtime and 5 other fields | High correlation |
Offset is highly correlated with Bedtime and 2 other fields | High correlation |
TSDP is highly correlated with Bedtime and 5 other fields | High correlation |
Midpoint is highly correlated with Waketime and 1 other fields | High correlation |
Bedtime is highly correlated with TST and 6 other fields | High correlation |
TST is highly correlated with Bedtime and 5 other fields | High correlation |
WASO is highly correlated with SE and 1 other fields | High correlation |
Waketime is highly correlated with Offset and 1 other fields | High correlation |
TIB is highly correlated with Bedtime and 5 other fields | High correlation |
NOA is highly correlated with AI | High correlation |
LSD is highly correlated with Bedtime and 5 other fields | High correlation |
DSD is highly correlated with BS and 1 other fields | High correlation |
REMSD is highly correlated with SS and 2 other fields | High correlation |
SS is highly correlated with Bedtime and 7 other fields | High correlation |
MS is highly correlated with REMSD and 2 other fields | High correlation |
BS is highly correlated with DSD and 1 other fields | High correlation |
SE is highly correlated with WASO and 2 other fields | High correlation |
SMI is highly correlated with WASO and 1 other fields | High correlation |
AI is highly correlated with NOA | High correlation |
REMP is highly correlated with REMSD and 1 other fields | High correlation |
SWSP is highly correlated with LSD and 2 other fields | High correlation |
Onset is highly correlated with Bedtime and 5 other fields | High correlation |
Offset is highly correlated with Waketime and 1 other fields | High correlation |
TSDP is highly correlated with Bedtime and 5 other fields | High correlation |
Midpoint is highly correlated with Waketime and 1 other fields | High correlation |
SleepRegularity is highly correlated with Bedtime | High correlation |
Bedtime is highly correlated with TST and 3 other fields | High correlation |
TST is highly correlated with Bedtime and 4 other fields | High correlation |
WASO is highly correlated with SMI | High correlation |
Waketime is highly correlated with Offset | High correlation |
TIB is highly correlated with Bedtime and 3 other fields | High correlation |
NOA is highly correlated with AI | High correlation |
DSD is highly correlated with BS and 1 other fields | High correlation |
REMSD is highly correlated with SS and 2 other fields | High correlation |
SS is highly correlated with TST and 2 other fields | High correlation |
MS is highly correlated with REMSD and 2 other fields | High correlation |
BS is highly correlated with DSD and 1 other fields | High correlation |
SMI is highly correlated with WASO | High correlation |
AI is highly correlated with NOA | High correlation |
REMP is highly correlated with REMSD and 1 other fields | High correlation |
SWSP is highly correlated with DSD and 1 other fields | High correlation |
Onset is highly correlated with Bedtime and 3 other fields | High correlation |
Offset is highly correlated with Waketime | High correlation |
TSDP is highly correlated with Bedtime and 3 other fields | High correlation |
IsWeekend is highly correlated with Day | High correlation |
Day is highly correlated with IsWeekend | High correlation |
df_index is highly correlated with Date and 2 other fields | High correlation |
Date is highly correlated with df_index and 26 other fields | High correlation |
Bedtime is highly correlated with Date and 15 other fields | High correlation |
SOL is highly correlated with Date and 8 other fields | High correlation |
TST is highly correlated with Date and 10 other fields | High correlation |
WASO is highly correlated with Date and 8 other fields | High correlation |
Waketime is highly correlated with Date and 2 other fields | High correlation |
TIB is highly correlated with Date and 8 other fields | High correlation |
NOA is highly correlated with Date and 7 other fields | High correlation |
LSD is highly correlated with Date and 10 other fields | High correlation |
DSD is highly correlated with Date and 4 other fields | High correlation |
REMSD is highly correlated with Date and 8 other fields | High correlation |
ARR is highly correlated with df_index and 6 other fields | High correlation |
SS is highly correlated with Date and 10 other fields | High correlation |
MS is highly correlated with Date and 9 other fields | High correlation |
BS is highly correlated with Date and 6 other fields | High correlation |
SE is highly correlated with Date and 11 other fields | High correlation |
SMI is highly correlated with Date and 9 other fields | High correlation |
AI is highly correlated with Date and 5 other fields | High correlation |
REMP is highly correlated with Date and 10 other fields | High correlation |
SWSP is highly correlated with Date and 10 other fields | High correlation |
Onset is highly correlated with Date and 14 other fields | High correlation |
Offset is highly correlated with Date and 2 other fields | High correlation |
TSDP is highly correlated with Date and 15 other fields | High correlation |
Midpoint is highly correlated with Date and 7 other fields | High correlation |
Day is highly correlated with Date and 2 other fields | High correlation |
IsWeekend is highly correlated with Date and 2 other fields | High correlation |
SleepRegularity is highly correlated with df_index and 10 other fields | High correlation |
Bedtime has 11 (26.2%) missing values | Missing |
SOL has 11 (26.2%) missing values | Missing |
TST has 11 (26.2%) missing values | Missing |
WASO has 11 (26.2%) missing values | Missing |
Waketime has 11 (26.2%) missing values | Missing |
TIB has 11 (26.2%) missing values | Missing |
NOA has 11 (26.2%) missing values | Missing |
LSD has 11 (26.2%) missing values | Missing |
DSD has 11 (26.2%) missing values | Missing |
REMSD has 11 (26.2%) missing values | Missing |
ARR has 11 (26.2%) missing values | Missing |
SS has 11 (26.2%) missing values | Missing |
MS has 11 (26.2%) missing values | Missing |
BS has 11 (26.2%) missing values | Missing |
SE has 11 (26.2%) missing values | Missing |
SMI has 11 (26.2%) missing values | Missing |
AI has 11 (26.2%) missing values | Missing |
REMP has 11 (26.2%) missing values | Missing |
SWSP has 11 (26.2%) missing values | Missing |
Onset has 11 (26.2%) missing values | Missing |
Offset has 11 (26.2%) missing values | Missing |
TSDP has 11 (26.2%) missing values | Missing |
Midpoint has 11 (26.2%) missing values | Missing |
SleepRegularity has 6 (14.3%) missing values | Missing |
df_index is uniformly distributed | Uniform |
Day is uniformly distributed | Uniform |
df_index has unique values | Unique |
Date has unique values | Unique |
df_index has 1 (2.4%) zeros | Zeros |
Reproduction
| Analysis started | 2022-11-25 20:46:54.031176 |
|---|---|
| Analysis finished | 2022-11-25 20:48:20.948049 |
| Duration | 1 minute and 26.92 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 42 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.5 |
| Minimum | 0 |
|---|---|
| Maximum | 41 |
| Zeros | 1 |
| Zeros (%) | 2.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.05 |
| Q1 | 10.25 |
| median | 20.5 |
| Q3 | 30.75 |
| 95-th percentile | 38.95 |
| Maximum | 41 |
| Range | 41 |
| Interquartile range (IQR) | 20.5 |
Descriptive statistics
| Standard deviation | 12.26784415 |
|---|---|
| Coefficient of variation (CV) | 0.5984314218 |
| Kurtosis | -1.2 |
| Mean | 20.5 |
| Median Absolute Deviation (MAD) | 10.5 |
| Skewness | 0 |
| Sum | 861 |
| Variance | 150.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1 | 2.4% |
| 21 | 1 | 2.4% |
| 35 | 1 | 2.4% |
| 36 | 1 | 2.4% |
| 37 | 1 | 2.4% |
| 38 | 1 | 2.4% |
| 39 | 1 | 2.4% |
| 40 | 1 | 2.4% |
| 19 | 1 | 2.4% |
| 20 | 1 | 2.4% |
| Other values (32) | 32 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 41 | 1 | |
| 40 | 1 | |
| 39 | 1 | |
| 38 | 1 | |
| 37 | 1 | |
| 36 | 1 | |
| 35 | 1 | |
| 34 | 1 | |
| 33 | 1 | |
| 32 | 1 |
| Distinct | 42 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 464.0 B |
| Minimum | 2022-09-30 00:00:00 |
|---|---|
| Maximum | 2022-11-10 00:00:00 |
Bedtime
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 11 |
| Missing (%) | 26.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.45537634 |
| Minimum | 21.44611111 |
|---|---|
| Maximum | 26.335 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 21.44611111 |
|---|---|
| 5-th percentile | 22.22916667 |
| Q1 | 22.70347222 |
| median | 23.37 |
| Q3 | 24.08833334 |
| 95-th percentile | 24.71430555 |
| Maximum | 26.335 |
| Range | 4.88888889 |
| Interquartile range (IQR) | 1.384861115 |
Descriptive statistics
| Standard deviation | 1.005486463 |
|---|---|
| Coefficient of variation (CV) | 0.04286805928 |
| Kurtosis | 0.897388388 |
| Mean | 23.45537634 |
| Median Absolute Deviation (MAD) | 0.69777778 |
| Skewness | 0.5368436484 |
| Sum | 727.1166667 |
| Variance | 1.011003028 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23.06277778 | 1 | 2.4% |
| 23.935 | 1 | 2.4% |
| 23.83694444 | 1 | 2.4% |
| 24.24166667 | 1 | 2.4% |
| 22.67222222 | 1 | 2.4% |
| 23.27583333 | 1 | 2.4% |
| 24.67333333 | 1 | 2.4% |
| 24.30888889 | 1 | 2.4% |
| 24.49388889 | 1 | 2.4% |
| 23.6475 | 1 | 2.4% |
| Other values (21) | 21 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 21.44611111 | 1 | |
| 22.17861111 | 1 | |
| 22.27972222 | 1 | |
| 22.29888889 | 1 | |
| 22.33722222 | 1 | |
| 22.38722222 | 1 | |
| 22.57166667 | 1 | |
| 22.67222222 | 1 | |
| 22.73472222 | 1 | |
| 22.96138889 | 1 |
| Value | Count | Frequency (%) |
| 26.335 | 1 | |
| 24.75527778 | 1 | |
| 24.67333333 | 1 | |
| 24.62861111 | 1 | |
| 24.5075 | 1 | |
| 24.49388889 | 1 | |
| 24.30888889 | 1 | |
| 24.24166667 | 1 | |
| 23.935 | 1 | |
| 23.83694444 | 1 |
| Distinct | 22 |
|---|---|
| Distinct (%) | 71.0% |
| Missing | 11 |
| Missing (%) | 26.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.61290323 |
| Minimum | 5 |
|---|---|
| Maximum | 79 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 6.5 |
| Q1 | 10.5 |
| median | 18 |
| Q3 | 30.5 |
| 95-th percentile | 50 |
| Maximum | 79 |
| Range | 74 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 16.40869164 |
|---|---|
| Coefficient of variation (CV) | 0.7256340097 |
| Kurtosis | 3.389348346 |
| Mean | 22.61290323 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 1.634513516 |
| Sum | 701 |
| Variance | 269.2451613 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 5 | |
| 21 | 2 | 4.8% |
| 18 | 2 | 4.8% |
| 15 | 2 | 4.8% |
| 5 | 2 | 4.8% |
| 17 | 2 | 4.8% |
| 36 | 1 | 2.4% |
| 16 | 1 | 2.4% |
| 34 | 1 | 2.4% |
| 10 | 1 | 2.4% |
| Other values (12) | 12 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 5 | 2 | 4.8% |
| 8 | 5 | |
| 10 | 1 | 2.4% |
| 11 | 1 | 2.4% |
| 13 | 1 | 2.4% |
| 15 | 2 | 4.8% |
| 16 | 1 | 2.4% |
| 17 | 2 | 4.8% |
| 18 | 2 | 4.8% |
| 19 | 1 | 2.4% |
| Value | Count | Frequency (%) |
| 79 | 1 | |
| 51 | 1 | |
| 49 | 1 | |
| 40 | 1 | |
| 39 | 1 | |
| 36 | 1 | |
| 34 | 1 | |
| 33 | 1 | |
| 28 | 1 | |
| 27 | 1 |
| Distinct | 30 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 11 |
| Missing (%) | 26.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 413.6774194 |
| Minimum | 258 |
|---|---|
| Maximum | 534 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 258 |
|---|---|
| 5-th percentile | 353 |
| Q1 | 386 |
| median | 417 |
| Q3 | 445 |
| 95-th percentile | 463.5 |
| Maximum | 534 |
| Range | 276 |
| Interquartile range (IQR) | 59 |
Descriptive statistics
| Standard deviation | 48.46606173 |
|---|---|
| Coefficient of variation (CV) | 0.11715907 |
| Kurtosis | 3.097415668 |
| Mean | 413.6774194 |
| Median Absolute Deviation (MAD) | 30 |
| Skewness | -0.6796162513 |
| Sum | 12824 |
| Variance | 2348.95914 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 455 | 2 | 4.8% |
| 390 | 1 | 2.4% |
| 382 | 1 | 2.4% |
| 366 | 1 | 2.4% |
| 465 | 1 | 2.4% |
| 428 | 1 | 2.4% |
| 340 | 1 | 2.4% |
| 374 | 1 | 2.4% |
| 371 | 1 | 2.4% |
| 433 | 1 | 2.4% |
| Other values (20) | 20 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 258 | 1 | |
| 340 | 1 | |
| 366 | 1 | |
| 371 | 1 | |
| 374 | 1 | |
| 378 | 1 | |
| 382 | 1 | |
| 385 | 1 | |
| 387 | 1 | |
| 390 | 1 |
| Value | Count | Frequency (%) |
| 534 | 1 | |
| 465 | 1 | |
| 462 | 1 | |
| 461 | 1 | |
| 455 | 2 | |
| 454 | 1 | |
| 447 | 1 | |
| 443 | 1 | |
| 439 | 1 | |
| 433 | 1 |
| Distinct | 23 |
|---|---|
| Distinct (%) | 74.2% |
| Missing | 11 |
| Missing (%) | 26.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.4516129 |
| Minimum | 12 |
|---|---|
| Maximum | 104 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 18.5 |
| Q1 | 29 |
| median | 36 |
| Q3 | 44 |
| 95-th percentile | 80 |
| Maximum | 104 |
| Range | 92 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 19.39216115 |
|---|---|
| Coefficient of variation (CV) | 0.4915429236 |
| Kurtosis | 4.309247072 |
| Mean | 39.4516129 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 1.828435033 |
| Sum | 1223 |
| Variance | 376.055914 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 44 | 3 | 7.1% |
| 31 | 2 | 4.8% |
| 38 | 2 | 4.8% |
| 36 | 2 | 4.8% |
| 43 | 2 | 4.8% |
| 33 | 2 | 4.8% |
| 50 | 2 | 4.8% |
| 32 | 1 | 2.4% |
| 35 | 1 | 2.4% |
| 26 | 1 | 2.4% |
| Other values (13) | 13 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 12 | 1 | |
| 18 | 1 | |
| 19 | 1 | |
| 21 | 1 | |
| 22 | 1 | |
| 24 | 1 | |
| 26 | 1 | |
| 27 | 1 | |
| 31 | 2 | |
| 32 | 1 |
| Value | Count | Frequency (%) |
| 104 | 1 | 2.4% |
| 91 | 1 | 2.4% |
| 69 | 1 | 2.4% |
| 50 | 2 | |
| 49 | 1 | 2.4% |
| 44 | 3 | |
| 43 | 2 | |
| 41 | 1 | 2.4% |
| 39 | 1 | 2.4% |
| 38 | 2 |
Waketime
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 11 |
| Missing (%) | 26.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.450268817 |
| Minimum | 6.884722222 |
|---|---|
| Maximum | 8.376666667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 6.884722222 |
|---|---|
| 5-th percentile | 6.960833334 |
| Q1 | 7.17375 |
| median | 7.312222222 |
| Q3 | 7.625694445 |
| 95-th percentile | 8.212777778 |
| Maximum | 8.376666667 |
| Range | 1.491944445 |
| Interquartile range (IQR) | 0.4519444445 |
Descriptive statistics
| Standard deviation | 0.3877432895 |
|---|---|
| Coefficient of variation (CV) | 0.05204420122 |
| Kurtosis | 0.1634595444 |
| Mean | 7.450268817 |
| Median Absolute Deviation (MAD) | 0.193333334 |
| Skewness | 0.9032532594 |
| Sum | 230.9583333 |
| Variance | 0.1503448585 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.529444445 | 1 | 2.4% |
| 8.376666667 | 1 | 2.4% |
| 7.145277778 | 1 | 2.4% |
| 7.375 | 1 | 2.4% |
| 7.505555556 | 1 | 2.4% |
| 7.350833333 | 1 | 2.4% |
| 7.931666667 | 1 | 2.4% |
| 7.283888889 | 1 | 2.4% |
| 7.660555556 | 1 | 2.4% |
| 7.739166667 | 1 | 2.4% |
| Other values (21) | 21 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 6.884722222 | 1 | |
| 6.941666667 | 1 | |
| 6.98 | 1 | |
| 7.104722222 | 1 | |
| 7.119722222 | 1 | |
| 7.129444444 | 1 | |
| 7.145277778 | 1 | |
| 7.169166667 | 1 | |
| 7.178333333 | 1 | |
| 7.248888889 | 1 |
| Value | Count | Frequency (%) |
| 8.376666667 | 1 | |
| 8.270277778 | 1 | |
| 8.155277778 | 1 | |
| 8.068611111 | 1 | |
| 7.931666667 | 1 | |
| 7.759722222 | 1 | |
| 7.739166667 | 1 | |
| 7.660555556 | 1 | |
| 7.590833333 | 1 | |
| 7.576666667 | 1 |
| Distinct | 28 |
|---|---|
| Distinct (%) | 90.3% |
| Missing | 11 |
| Missing (%) | 26.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 476.4193548 |
| Minimum | 314 |
|---|---|
| Maximum | 580 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 314 |
|---|---|
| 5-th percentile | 404 |
| Q1 | 445 |
| median | 484 |
| Q3 | 518 |
| 95-th percentile | 538 |
| Maximum | 580 |
| Range | 266 |
| Interquartile range (IQR) | 73 |
Descriptive statistics
| Standard deviation | 53.80692285 |
|---|---|
| Coefficient of variation (CV) | 0.1129402538 |
| Kurtosis | 1.37299528 |
| Mean | 476.4193548 |
| Median Absolute Deviation (MAD) | 38 |
| Skewness | -0.7253491558 |
| Sum | 14769 |
| Variance | 2895.184946 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 489 | 2 | 4.8% |
| 404 | 2 | 4.8% |
| 535 | 2 | 4.8% |
| 508 | 1 | 2.4% |
| 458 | 1 | 2.4% |
| 438 | 1 | 2.4% |
| 427 | 1 | 2.4% |
| 530 | 1 | 2.4% |
| 484 | 1 | 2.4% |
| 418 | 1 | 2.4% |
| Other values (18) | 18 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 314 | 1 | |
| 404 | 2 | |
| 418 | 1 | |
| 427 | 1 | |
| 429 | 1 | |
| 438 | 1 | |
| 444 | 1 | |
| 446 | 1 | |
| 449 | 1 | |
| 456 | 1 |
| Value | Count | Frequency (%) |
| 580 | 1 | |
| 539 | 1 | |
| 537 | 1 | |
| 535 | 2 | |
| 530 | 1 | |
| 522 | 1 | |
| 519 | 1 | |
| 517 | 1 | |
| 508 | 1 | |
| 506 | 1 |
| Distinct | 7 |
|---|---|
| Distinct (%) | 22.6% |
| Missing | 11 |
| Missing (%) | 26.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.774193548 |
| Minimum | 3 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| median | 6 |
| Q3 | 6.5 |
| 95-th percentile | 8.5 |
| Maximum | 9 |
| Range | 6 |
| Interquartile range (IQR) | 1.5 |
Descriptive statistics
| Standard deviation | 1.564388644 |
|---|---|
| Coefficient of variation (CV) | 0.2709276422 |
| Kurtosis | 0.1465747791 |
| Mean | 5.774193548 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.1015147724 |
| Sum | 179 |
| Variance | 2.447311828 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 13 | |
| 7 | 5 | 11.9% |
| 3 | 4 | 9.5% |
| 5 | 4 | 9.5% |
| 9 | 2 | 4.8% |
| 4 | 2 | 4.8% |
| 8 | 1 | 2.4% |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 3 | 4 | 9.5% |
| 4 | 2 | 4.8% |
| 5 | 4 | 9.5% |
| 6 | 13 | |
| 7 | 5 | 11.9% |
| 8 | 1 | 2.4% |
| 9 | 2 | 4.8% |
| Value | Count | Frequency (%) |
| 9 | 2 | 4.8% |
| 8 | 1 | 2.4% |
| 7 | 5 | 11.9% |
| 6 | 13 | |
| 5 | 4 | 9.5% |
| 4 | 2 | 4.8% |
| 3 | 4 | 9.5% |
| Distinct | 26 |
|---|---|
| Distinct (%) | 83.9% |
| Missing | 11 |
| Missing (%) | 26.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 211.9677419 |
| Minimum | 90 |
|---|---|
| Maximum | 311 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 90 |
|---|---|
| 5-th percentile | 167 |
| Q1 | 192 |
| median | 203 |
| Q3 | 233 |
| 95-th percentile | 283 |
| Maximum | 311 |
| Range | 221 |
| Interquartile range (IQR) | 41 |
Descriptive statistics
| Standard deviation | 42.21017561 |
|---|---|
| Coefficient of variation (CV) | 0.1991349024 |
| Kurtosis | 2.138503485 |
| Mean | 211.9677419 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | 0.02062416585 |
| Sum | 6571 |
| Variance | 1781.698925 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 220 | 2 | 4.8% |
| 192 | 2 | 4.8% |
| 261 | 2 | 4.8% |
| 203 | 2 | 4.8% |
| 193 | 2 | 4.8% |
| 214 | 1 | 2.4% |
| 196 | 1 | 2.4% |
| 232 | 1 | 2.4% |
| 311 | 1 | 2.4% |
| 186 | 1 | 2.4% |
| Other values (16) | 16 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 90 | 1 | |
| 155 | 1 | |
| 179 | 1 | |
| 181 | 1 | |
| 185 | 1 | |
| 186 | 1 | |
| 187 | 1 | |
| 192 | 2 | |
| 193 | 2 | |
| 194 | 1 |
| Value | Count | Frequency (%) |
| 311 | 1 | |
| 305 | 1 | |
| 261 | 2 | |
| 253 | 1 | |
| 252 | 1 | |
| 246 | 1 | |
| 234 | 1 | |
| 232 | 1 | |
| 220 | 2 | |
| 218 | 1 |
| Distinct | 26 |
|---|---|
| Distinct (%) | 83.9% |
| Missing | 11 |
| Missing (%) | 26.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 127.5483871 |
| Minimum | 73 |
|---|---|
| Maximum | 181 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 73 |
|---|---|
| 5-th percentile | 79.5 |
| Q1 | 113.5 |
| median | 126 |
| Q3 | 145.5 |
| 95-th percentile | 169 |
| Maximum | 181 |
| Range | 108 |
| Interquartile range (IQR) | 32 |
Descriptive statistics
| Standard deviation | 26.26256996 |
|---|---|
| Coefficient of variation (CV) | 0.2059027993 |
| Kurtosis | -0.03296132138 |
| Mean | 127.5483871 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | -0.1015333899 |
| Sum | 3954 |
| Variance | 689.7225806 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 111 | 2 | 4.8% |
| 126 | 2 | 4.8% |
| 118 | 2 | 4.8% |
| 147 | 2 | 4.8% |
| 164 | 2 | 4.8% |
| 152 | 1 | 2.4% |
| 73 | 1 | 2.4% |
| 79 | 1 | 2.4% |
| 105 | 1 | 2.4% |
| 124 | 1 | 2.4% |
| Other values (16) | 16 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 73 | 1 | |
| 79 | 1 | |
| 80 | 1 | |
| 95 | 1 | |
| 105 | 1 | |
| 111 | 2 | |
| 112 | 1 | |
| 115 | 1 | |
| 116 | 1 | |
| 118 | 2 |
| Value | Count | Frequency (%) |
| 181 | 1 | |
| 174 | 1 | |
| 164 | 2 | |
| 152 | 1 | |
| 147 | 2 | |
| 146 | 1 | |
| 145 | 1 | |
| 142 | 1 | |
| 141 | 1 | |
| 137 | 1 |
| Distinct | 25 |
|---|---|
| Distinct (%) | 80.6% |
| Missing | 11 |
| Missing (%) | 26.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.64516129 |
| Minimum | 26 |
|---|---|
| Maximum | 111 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 26 |
|---|---|
| 5-th percentile | 29.5 |
| Q1 | 55.5 |
| median | 76 |
| Q3 | 91 |
| 95-th percentile | 103.5 |
| Maximum | 111 |
| Range | 85 |
| Interquartile range (IQR) | 35.5 |
Descriptive statistics
| Standard deviation | 22.97469389 |
|---|---|
| Coefficient of variation (CV) | 0.311964744 |
| Kurtosis | -0.4943088302 |
| Mean | 73.64516129 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | -0.5201840534 |
| Sum | 2283 |
| Variance | 527.8365591 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 82 | 3 | 7.1% |
| 52 | 2 | 4.8% |
| 87 | 2 | 4.8% |
| 75 | 2 | 4.8% |
| 96 | 2 | 4.8% |
| 89 | 1 | 2.4% |
| 55 | 1 | 2.4% |
| 28 | 1 | 2.4% |
| 95 | 1 | 2.4% |
| 68 | 1 | 2.4% |
| Other values (15) | 15 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 26 | 1 | |
| 28 | 1 | |
| 31 | 1 | |
| 47 | 1 | |
| 49 | 1 | |
| 52 | 2 | |
| 55 | 1 | |
| 56 | 1 | |
| 60 | 1 | |
| 68 | 1 |
| Value | Count | Frequency (%) |
| 111 | 1 | 2.4% |
| 106 | 1 | 2.4% |
| 101 | 1 | 2.4% |
| 99 | 1 | 2.4% |
| 96 | 2 | |
| 95 | 1 | 2.4% |
| 93 | 1 | 2.4% |
| 89 | 1 | 2.4% |
| 87 | 2 | |
| 82 | 3 |
| Distinct | 27 |
|---|---|
| Distinct (%) | 87.1% |
| Missing | 11 |
| Missing (%) | 26.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.90322581 |
| Minimum | 13.25 |
|---|---|
| Maximum | 14.85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 13.25 |
|---|---|
| 5-th percentile | 13.375 |
| Q1 | 13.73 |
| median | 13.88 |
| Q3 | 14.125 |
| 95-th percentile | 14.315 |
| Maximum | 14.85 |
| Range | 1.6 |
| Interquartile range (IQR) | 0.395 |
Descriptive statistics
| Standard deviation | 0.3233819939 |
|---|---|
| Coefficient of variation (CV) | 0.02325949376 |
| Kurtosis | 1.394417418 |
| Mean | 13.90322581 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 0.4358516416 |
| Sum | 431 |
| Variance | 0.104575914 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13.75 | 3 | 7.1% |
| 13.88 | 2 | 4.8% |
| 14.15 | 2 | 4.8% |
| 14.32 | 1 | 2.4% |
| 13.59 | 1 | 2.4% |
| 13.25 | 1 | 2.4% |
| 14.08 | 1 | 2.4% |
| 13.92 | 1 | 2.4% |
| 14.14 | 1 | 2.4% |
| 13.58 | 1 | 2.4% |
| Other values (17) | 17 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 13.25 | 1 | 2.4% |
| 13.33 | 1 | 2.4% |
| 13.42 | 1 | 2.4% |
| 13.58 | 1 | 2.4% |
| 13.59 | 1 | 2.4% |
| 13.65 | 1 | 2.4% |
| 13.68 | 1 | 2.4% |
| 13.71 | 1 | 2.4% |
| 13.75 | 3 | |
| 13.78 | 1 | 2.4% |
| Value | Count | Frequency (%) |
| 14.85 | 1 | |
| 14.32 | 1 | |
| 14.31 | 1 | |
| 14.24 | 1 | |
| 14.16 | 1 | |
| 14.15 | 2 | |
| 14.14 | 1 | |
| 14.11 | 1 | |
| 14.08 | 1 | |
| 14.07 | 1 |
| Distinct | 19 |
|---|---|
| Distinct (%) | 61.3% |
| Missing | 11 |
| Missing (%) | 26.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.4516129 |
| Minimum | 59 |
|---|---|
| Maximum | 94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 59 |
|---|---|
| 5-th percentile | 74.5 |
| Q1 | 81 |
| median | 85 |
| Q3 | 90 |
| 95-th percentile | 92 |
| Maximum | 94 |
| Range | 35 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 7.15932357 |
|---|---|
| Coefficient of variation (CV) | 0.08477426687 |
| Kurtosis | 3.962486178 |
| Mean | 84.4516129 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -1.551699421 |
| Sum | 2618 |
| Variance | 51.25591398 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 90 | 4 | 9.5% |
| 81 | 3 | 7.1% |
| 91 | 3 | 7.1% |
| 92 | 2 | 4.8% |
| 79 | 2 | 4.8% |
| 85 | 2 | 4.8% |
| 88 | 2 | 4.8% |
| 84 | 2 | 4.8% |
| 59 | 1 | 2.4% |
| 77 | 1 | 2.4% |
| Other values (9) | 9 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 59 | 1 | 2.4% |
| 74 | 1 | 2.4% |
| 75 | 1 | 2.4% |
| 77 | 1 | 2.4% |
| 79 | 2 | |
| 80 | 1 | 2.4% |
| 81 | 3 | |
| 82 | 1 | 2.4% |
| 83 | 1 | 2.4% |
| 84 | 2 |
| Value | Count | Frequency (%) |
| 94 | 1 | 2.4% |
| 92 | 2 | |
| 91 | 3 | |
| 90 | 4 | |
| 89 | 1 | 2.4% |
| 88 | 2 | |
| 87 | 1 | 2.4% |
| 86 | 1 | 2.4% |
| 85 | 2 | |
| 84 | 2 |
| Distinct | 22 |
|---|---|
| Distinct (%) | 71.0% |
| Missing | 11 |
| Missing (%) | 26.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77.90322581 |
| Minimum | 50 |
|---|---|
| Maximum | 94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 54 |
| Q1 | 70 |
| median | 82 |
| Q3 | 88 |
| 95-th percentile | 91.5 |
| Maximum | 94 |
| Range | 44 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 12.1774514 |
|---|---|
| Coefficient of variation (CV) | 0.1563151111 |
| Kurtosis | -0.2617418419 |
| Mean | 77.90322581 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.8016639869 |
| Sum | 2415 |
| Variance | 148.2903226 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 83 | 4 | 9.5% |
| 90 | 3 | 7.1% |
| 85 | 2 | 4.8% |
| 82 | 2 | 4.8% |
| 89 | 2 | 4.8% |
| 71 | 2 | 4.8% |
| 77 | 1 | 2.4% |
| 73 | 1 | 2.4% |
| 55 | 1 | 2.4% |
| 78 | 1 | 2.4% |
| Other values (12) | 12 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 50 | 1 | |
| 53 | 1 | |
| 55 | 1 | |
| 62 | 1 | |
| 64 | 1 | |
| 66 | 1 | |
| 68 | 1 | |
| 69 | 1 | |
| 71 | 2 | |
| 73 | 1 |
| Value | Count | Frequency (%) |
| 94 | 1 | 2.4% |
| 92 | 1 | 2.4% |
| 91 | 1 | 2.4% |
| 90 | 3 | |
| 89 | 2 | |
| 87 | 1 | 2.4% |
| 85 | 2 | |
| 83 | 4 | |
| 82 | 2 | |
| 80 | 1 | 2.4% |
| Distinct | 17 |
|---|---|
| Distinct (%) | 54.8% |
| Missing | 11 |
| Missing (%) | 26.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 86.41935484 |
| Minimum | 72 |
|---|---|
| Maximum | 96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 72 |
|---|---|
| 5-th percentile | 74 |
| Q1 | 83.5 |
| median | 87 |
| Q3 | 90.5 |
| 95-th percentile | 94.5 |
| Maximum | 96 |
| Range | 24 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 5.965311914 |
|---|---|
| Coefficient of variation (CV) | 0.06902749882 |
| Kurtosis | 0.4696396685 |
| Mean | 86.41935484 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.750382405 |
| Sum | 2679 |
| Variance | 35.58494624 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 90 | 3 | 7.1% |
| 91 | 3 | 7.1% |
| 83 | 3 | 7.1% |
| 86 | 3 | 7.1% |
| 88 | 2 | 4.8% |
| 87 | 2 | 4.8% |
| 85 | 2 | 4.8% |
| 84 | 2 | 4.8% |
| 94 | 2 | 4.8% |
| 74 | 2 | 4.8% |
| Other values (7) | 7 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 72 | 1 | 2.4% |
| 74 | 2 | |
| 79 | 1 | 2.4% |
| 82 | 1 | 2.4% |
| 83 | 3 | |
| 84 | 2 | |
| 85 | 2 | |
| 86 | 3 | |
| 87 | 2 | |
| 88 | 2 |
| Value | Count | Frequency (%) |
| 96 | 1 | 2.4% |
| 95 | 1 | 2.4% |
| 94 | 2 | |
| 92 | 1 | 2.4% |
| 91 | 3 | |
| 90 | 3 | |
| 89 | 1 | 2.4% |
| 88 | 2 | |
| 87 | 2 | |
| 86 | 3 |
| Distinct | 30 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 11 |
| Missing (%) | 26.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 86.84677419 |
| Minimum | 77.08 |
|---|---|
| Maximum | 93.56 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 77.08 |
|---|---|
| 5-th percentile | 81.46 |
| Q1 | 84.795 |
| median | 87.21 |
| Q3 | 89.33 |
| 95-th percentile | 91.56 |
| Maximum | 93.56 |
| Range | 16.48 |
| Interquartile range (IQR) | 4.535 |
Descriptive statistics
| Standard deviation | 3.461370044 |
|---|---|
| Coefficient of variation (CV) | 0.03985605771 |
| Kurtosis | 0.9439835773 |
| Mean | 86.84677419 |
| Median Absolute Deviation (MAD) | 2.17 |
| Skewness | -0.6479666027 |
| Sum | 2692.25 |
| Variance | 11.98108258 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 85.71 | 2 | 4.8% |
| 89.57 | 1 | 2.4% |
| 77.08 | 1 | 2.4% |
| 87.21 | 1 | 2.4% |
| 87.74 | 1 | 2.4% |
| 88.43 | 1 | 2.4% |
| 84.16 | 1 | 2.4% |
| 89.47 | 1 | 2.4% |
| 86.48 | 1 | 2.4% |
| 89.28 | 1 | 2.4% |
| Other values (20) | 20 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 77.08 | 1 | |
| 81.03 | 1 | |
| 81.89 | 1 | |
| 82.17 | 1 | |
| 84.05 | 1 | |
| 84.16 | 1 | |
| 84.43 | 1 | |
| 84.54 | 1 | |
| 85.05 | 1 | |
| 85.69 | 1 |
| Value | Count | Frequency (%) |
| 93.56 | 1 | |
| 92.07 | 1 | |
| 91.05 | 1 | |
| 90.42 | 1 | |
| 89.78 | 1 | |
| 89.57 | 1 | |
| 89.47 | 1 | |
| 89.38 | 1 | |
| 89.28 | 1 | |
| 88.69 | 1 |
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 11 |
| Missing (%) | 26.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 90.55092779 |
| Minimum | 78.23470411 |
|---|---|
| Maximum | 95.37166895 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 78.23470411 |
|---|---|
| 5-th percentile | 83.19596306 |
| Q1 | 89.58853943 |
| median | 90.86859693 |
| Q3 | 92.64670054 |
| 95-th percentile | 95.1351124 |
| Maximum | 95.37166895 |
| Range | 17.13696484 |
| Interquartile range (IQR) | 3.058161108 |
Descriptive statistics
| Standard deviation | 3.854835057 |
|---|---|
| Coefficient of variation (CV) | 0.04257090624 |
| Kurtosis | 2.727709448 |
| Mean | 90.55092779 |
| Median Absolute Deviation (MAD) | 1.613998698 |
| Skewness | -1.445601743 |
| Sum | 2807.078762 |
| Variance | 14.85975332 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 93.42915813 | 1 | 2.4% |
| 78.23470411 | 1 | 2.4% |
| 90.41420112 | 1 | 2.4% |
| 92.89340106 | 1 | 2.4% |
| 91.35559919 | 1 | 2.4% |
| 90.20021071 | 1 | 2.4% |
| 95.37166895 | 1 | 2.4% |
| 90.44740025 | 1 | 2.4% |
| 87.91469195 | 1 | 2.4% |
| 90.68062827 | 1 | 2.4% |
| Other values (21) | 21 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 78.23470411 | 1 | |
| 82.21574342 | 1 | |
| 84.1761827 | 1 | |
| 85.17034067 | 1 | |
| 87.91469195 | 1 | |
| 88.93241922 | 1 | |
| 89.017341 | 1 | |
| 89.25459824 | 1 | |
| 89.92248062 | 1 | |
| 90.20021071 | 1 |
| Value | Count | Frequency (%) |
| 95.37166895 | 1 | |
| 95.14563106 | 1 | |
| 95.12459373 | 1 | |
| 95.09433963 | 1 | |
| 94.84902308 | 1 | |
| 93.83561641 | 1 | |
| 93.42915813 | 1 | |
| 92.89340106 | 1 | |
| 92.40000001 | 1 | |
| 91.95148841 | 1 |
| Distinct | 27 |
|---|---|
| Distinct (%) | 87.1% |
| Missing | 11 |
| Missing (%) | 26.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8458064516 |
| Minimum | 0.43 |
|---|---|
| Maximum | 1.27 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 0.43 |
|---|---|
| 5-th percentile | 0.445 |
| Q1 | 0.71 |
| median | 0.86 |
| Q3 | 1.005 |
| 95-th percentile | 1.165 |
| Maximum | 1.27 |
| Range | 0.84 |
| Interquartile range (IQR) | 0.295 |
Descriptive statistics
| Standard deviation | 0.2372449394 |
|---|---|
| Coefficient of variation (CV) | 0.2804955424 |
| Kurtosis | -0.7747829353 |
| Mean | 0.8458064516 |
| Median Absolute Deviation (MAD) | 0.17 |
| Skewness | -0.2433467081 |
| Sum | 26.22 |
| Variance | 0.05628516129 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.79 | 3 | 7.1% |
| 0.81 | 2 | 4.8% |
| 1.12 | 2 | 4.8% |
| 0.92 | 1 | 2.4% |
| 0.98 | 1 | 2.4% |
| 0.77 | 1 | 2.4% |
| 0.53 | 1 | 2.4% |
| 1.13 | 1 | 2.4% |
| 0.97 | 1 | 2.4% |
| 0.87 | 1 | 2.4% |
| Other values (17) | 17 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 0.43 | 1 | |
| 0.44 | 1 | |
| 0.45 | 1 | |
| 0.46 | 1 | |
| 0.53 | 1 | |
| 0.57 | 1 | |
| 0.65 | 1 | |
| 0.68 | 1 | |
| 0.74 | 1 | |
| 0.77 | 1 |
| Value | Count | Frequency (%) |
| 1.27 | 1 | |
| 1.17 | 1 | |
| 1.16 | 1 | |
| 1.13 | 1 | |
| 1.12 | 2 | |
| 1.09 | 1 | |
| 1.03 | 1 | |
| 0.98 | 1 | |
| 0.97 | 1 | |
| 0.95 | 1 |
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 11 |
| Missing (%) | 26.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.87741935 |
| Minimum | 5.63 |
|---|---|
| Maximum | 25.26 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 5.63 |
|---|---|
| 5-th percentile | 6.78 |
| Q1 | 15.34 |
| median | 19.24 |
| Q3 | 21.245 |
| 95-th percentile | 23.915 |
| Maximum | 25.26 |
| Range | 19.63 |
| Interquartile range (IQR) | 5.905 |
Descriptive statistics
| Standard deviation | 5.148553821 |
|---|---|
| Coefficient of variation (CV) | 0.2879920037 |
| Kurtosis | 0.4545793965 |
| Mean | 17.87741935 |
| Median Absolute Deviation (MAD) | 2.81 |
| Skewness | -1.004295243 |
| Sum | 554.2 |
| Variance | 26.50760645 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 19.56 | 1 | 2.4% |
| 12.05 | 1 | 2.4% |
| 13.61 | 1 | 2.4% |
| 16.39 | 1 | 2.4% |
| 6.02 | 1 | 2.4% |
| 22.2 | 1 | 2.4% |
| 24.12 | 1 | 2.4% |
| 20.05 | 1 | 2.4% |
| 14.02 | 1 | 2.4% |
| 18.94 | 1 | 2.4% |
| Other values (21) | 21 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 5.63 | 1 | |
| 6.02 | 1 | |
| 7.54 | 1 | |
| 11.53 | 1 | |
| 12.05 | 1 | |
| 13.61 | 1 | |
| 14.02 | 1 | |
| 14.29 | 1 | |
| 16.39 | 1 | |
| 16.43 | 1 |
| Value | Count | Frequency (%) |
| 25.26 | 1 | |
| 24.12 | 1 | |
| 23.71 | 1 | |
| 23.01 | 1 | |
| 22.91 | 1 | |
| 22.2 | 1 | |
| 21.71 | 1 | |
| 21.67 | 1 | |
| 20.82 | 1 | |
| 20.79 | 1 |
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 11 |
| Missing (%) | 26.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.95870968 |
| Minimum | 19.95 |
|---|---|
| Maximum | 43.02 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 19.95 |
|---|---|
| 5-th percentile | 20.96 |
| Q1 | 27.26 |
| median | 31.22 |
| Q3 | 34.935 |
| 95-th percentile | 39.695 |
| Maximum | 43.02 |
| Range | 23.07 |
| Interquartile range (IQR) | 7.675 |
Descriptive statistics
| Standard deviation | 5.932860323 |
|---|---|
| Coefficient of variation (CV) | 0.1916378423 |
| Kurtosis | -0.522979094 |
| Mean | 30.95870968 |
| Median Absolute Deviation (MAD) | 3.79 |
| Skewness | -0.1579839342 |
| Sum | 959.72 |
| Variance | 35.19883161 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 33.41 | 1 | 2.4% |
| 33.85 | 1 | 2.4% |
| 37.17 | 1 | 2.4% |
| 19.95 | 1 | 2.4% |
| 27.1 | 1 | 2.4% |
| 34.35 | 1 | 2.4% |
| 23.24 | 1 | 2.4% |
| 28.07 | 1 | 2.4% |
| 33.42 | 1 | 2.4% |
| 30.02 | 1 | 2.4% |
| Other values (21) | 21 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 19.95 | 1 | |
| 20.67 | 1 | |
| 21.25 | 1 | |
| 22.1 | 1 | |
| 23.24 | 1 | |
| 24.3 | 1 | |
| 27.06 | 1 | |
| 27.1 | 1 | |
| 27.42 | 1 | |
| 28.07 | 1 |
| Value | Count | Frequency (%) |
| 43.02 | 1 | |
| 39.78 | 1 | |
| 39.61 | 1 | |
| 37.66 | 1 | |
| 37.17 | 1 | |
| 36.12 | 1 | |
| 35.01 | 1 | |
| 34.95 | 1 | |
| 34.92 | 1 | |
| 34.35 | 1 |
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 11 |
| Missing (%) | 26.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.83225806 |
| Minimum | 21.74611111 |
|---|---|
| Maximum | 26.46833333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 21.74611111 |
|---|---|
| 5-th percentile | 22.61680555 |
| Q1 | 23.2175 |
| median | 23.73333333 |
| Q3 | 24.34736111 |
| 95-th percentile | 25.51430555 |
| Maximum | 26.46833333 |
| Range | 4.722222223 |
| Interquartile range (IQR) | 1.129861112 |
Descriptive statistics
| Standard deviation | 0.9749052999 |
|---|---|
| Coefficient of variation (CV) | 0.04090696304 |
| Kurtosis | 1.225926213 |
| Mean | 23.83225806 |
| Median Absolute Deviation (MAD) | 0.6588888933 |
| Skewness | 0.6477040639 |
| Sum | 738.8 |
| Variance | 0.9504403438 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23.41277778 | 1 | 2.4% |
| 24.06833333 | 1 | 2.4% |
| 24.10361111 | 1 | 2.4% |
| 24.80833334 | 1 | 2.4% |
| 23.02222222 | 1 | 2.4% |
| 23.4425 | 1 | 2.4% |
| 25.99 | 1 | 2.4% |
| 24.39222222 | 1 | 2.4% |
| 24.62722222 | 1 | 2.4% |
| 23.78083333 | 1 | 2.4% |
| Other values (21) | 21 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 21.74611111 | 1 | |
| 22.52972222 | 1 | |
| 22.70388889 | 1 | |
| 22.87166667 | 1 | |
| 22.94888889 | 1 | |
| 22.99527778 | 1 | |
| 23.00388889 | 1 | |
| 23.02222222 | 1 | |
| 23.41277778 | 1 | |
| 23.42805556 | 1 |
| Value | Count | Frequency (%) |
| 26.46833333 | 1 | |
| 25.99 | 1 | |
| 25.03861111 | 1 | |
| 24.80833334 | 1 | |
| 24.71194444 | 1 | |
| 24.64083333 | 1 | |
| 24.62722222 | 1 | |
| 24.39222222 | 1 | |
| 24.3025 | 1 | |
| 24.10361111 | 1 |
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 11 |
| Missing (%) | 26.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.450268817 |
| Minimum | 6.884722222 |
|---|---|
| Maximum | 8.376666667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 6.884722222 |
|---|---|
| 5-th percentile | 6.960833334 |
| Q1 | 7.17375 |
| median | 7.312222222 |
| Q3 | 7.625694445 |
| 95-th percentile | 8.212777778 |
| Maximum | 8.376666667 |
| Range | 1.491944445 |
| Interquartile range (IQR) | 0.4519444445 |
Descriptive statistics
| Standard deviation | 0.3877432895 |
|---|---|
| Coefficient of variation (CV) | 0.05204420122 |
| Kurtosis | 0.1634595444 |
| Mean | 7.450268817 |
| Median Absolute Deviation (MAD) | 0.193333334 |
| Skewness | 0.9032532594 |
| Sum | 230.9583333 |
| Variance | 0.1503448585 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.529444445 | 1 | 2.4% |
| 8.376666667 | 1 | 2.4% |
| 7.145277778 | 1 | 2.4% |
| 7.375 | 1 | 2.4% |
| 7.505555556 | 1 | 2.4% |
| 7.350833333 | 1 | 2.4% |
| 7.931666667 | 1 | 2.4% |
| 7.283888889 | 1 | 2.4% |
| 7.660555556 | 1 | 2.4% |
| 7.739166667 | 1 | 2.4% |
| Other values (21) | 21 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 6.884722222 | 1 | |
| 6.941666667 | 1 | |
| 6.98 | 1 | |
| 7.104722222 | 1 | |
| 7.119722222 | 1 | |
| 7.129444444 | 1 | |
| 7.145277778 | 1 | |
| 7.169166667 | 1 | |
| 7.178333333 | 1 | |
| 7.248888889 | 1 |
| Value | Count | Frequency (%) |
| 8.376666667 | 1 | |
| 8.270277778 | 1 | |
| 8.155277778 | 1 | |
| 8.068611111 | 1 | |
| 7.931666667 | 1 | |
| 7.759722222 | 1 | |
| 7.739166667 | 1 | |
| 7.660555556 | 1 | |
| 7.590833333 | 1 | |
| 7.576666667 | 1 |
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 11 |
| Missing (%) | 26.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 457.0806452 |
| Minimum | 306.5 |
|---|---|
| Maximum | 563 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 306.5 |
|---|---|
| 5-th percentile | 375.25 |
| Q1 | 424.7500001 |
| median | 458.9999998 |
| Q3 | 496.7500001 |
| 95-th percentile | 515.5000001 |
| Maximum | 563 |
| Range | 256.5 |
| Interquartile range (IQR) | 72 |
Descriptive statistics
| Standard deviation | 52.36571664 |
|---|---|
| Coefficient of variation (CV) | 0.1145655962 |
| Kurtosis | 1.199058945 |
| Mean | 457.0806452 |
| Median Absolute Deviation (MAD) | 36.4999995 |
| Skewness | -0.7340562302 |
| Sum | 14169.5 |
| Variance | 2742.16828 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 486.9999999 | 1 | 2.4% |
| 498.5 | 1 | 2.4% |
| 422.5000003 | 1 | 2.4% |
| 393.9999998 | 1 | 2.4% |
| 509.0000002 | 1 | 2.4% |
| 474.5000002 | 1 | 2.4% |
| 356.5000002 | 1 | 2.4% |
| 413.4999999 | 1 | 2.4% |
| 422 | 1 | 2.4% |
| 477.5 | 1 | 2.4% |
| Other values (21) | 21 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 306.5 | 1 | |
| 356.5000002 | 1 | |
| 393.9999998 | 1 | |
| 397.5 | 1 | |
| 412 | 1 | |
| 413.4999999 | 1 | |
| 422 | 1 | |
| 422.5000003 | 1 | |
| 426.9999999 | 1 | |
| 432.5000002 | 1 |
| Value | Count | Frequency (%) |
| 563 | 1 | |
| 516.5000001 | 1 | |
| 514.5000001 | 1 | |
| 510.4999999 | 1 | |
| 509.0000002 | 1 | |
| 499.9999999 | 1 | |
| 499 | 1 | |
| 498.5 | 1 | |
| 495.0000001 | 1 | |
| 486.9999999 | 1 |
| Distinct | 31 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 11 |
| Missing (%) | 26.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.104229391 |
| Minimum | 3.604166669 |
|---|---|
| Maximum | 5.0225 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 3.604166669 |
|---|---|
| 5-th percentile | 3.637222222 |
| Q1 | 3.831527777 |
| median | 4.058333332 |
| Q3 | 4.247916667 |
| 95-th percentile | 4.826249999 |
| Maximum | 5.0225 |
| Range | 1.418333332 |
| Interquartile range (IQR) | 0.4163888896 |
Descriptive statistics
| Standard deviation | 0.3603743675 |
|---|---|
| Coefficient of variation (CV) | 0.08780561055 |
| Kurtosis | 0.7447314725 |
| Mean | 4.104229391 |
| Median Absolute Deviation (MAD) | 0.2202777763 |
| Skewness | 0.9482394691 |
| Sum | 127.2311111 |
| Variance | 0.1298696848 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.058333332 | 1 | 2.4% |
| 4.2225 | 1 | 2.4% |
| 3.624444442 | 1 | 2.4% |
| 4.091666668 | 1 | 2.4% |
| 4.241666668 | 1 | 2.4% |
| 3.954166668 | 1 | 2.4% |
| 4.960833332 | 1 | 2.4% |
| 3.838055556 | 1 | 2.4% |
| 4.14388889 | 1 | 2.4% |
| 3.979166667 | 1 | 2.4% |
| Other values (21) | 21 | |
| (Missing) | 11 |
| Value | Count | Frequency (%) |
| 3.604166669 | 1 | |
| 3.624444442 | 1 | |
| 3.650000001 | 1 | |
| 3.735833334 | 1 | |
| 3.741666665 | 1 | |
| 3.7625 | 1 | |
| 3.808333334 | 1 | |
| 3.824999998 | 1 | |
| 3.838055556 | 1 | |
| 3.845833333 | 1 |
| Value | Count | Frequency (%) |
| 5.0225 | 1 | |
| 4.960833332 | 1 | |
| 4.691666667 | 1 | |
| 4.596944446 | 1 | |
| 4.491111111 | 1 | |
| 4.304166668 | 1 | |
| 4.287500001 | 1 | |
| 4.254166665 | 1 | |
| 4.241666668 | 1 | |
| 4.2225 | 1 |
| Distinct | 7 |
|---|---|
| Distinct (%) | 16.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 464.0 B |
| Friday | |
|---|---|
| Saturday | |
| Sunday | |
| Monday | |
| Tuesday | |
| Other values (2) |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 7.142857143 |
| Min length | 6 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Friday |
|---|---|
| 2nd row | Saturday |
| 3rd row | Sunday |
| 4th row | Monday |
| 5th row | Tuesday |
Common Values
| Value | Count | Frequency (%) |
| Friday | 6 | |
| Saturday | 6 | |
| Sunday | 6 | |
| Monday | 6 | |
| Tuesday | 6 | |
| Wednesday | 6 | |
| Thursday | 6 |
Length
Pie chart
| Value | Count | Frequency (%) |
| friday | 6 | |
| saturday | 6 | |
| sunday | 6 | |
| monday | 6 | |
| tuesday | 6 | |
| wednesday | 6 | |
| thursday | 6 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 170.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 30 | |
| True | 12 | 28.6% |
| Distinct | 33 |
|---|---|
| Distinct (%) | 91.7% |
| Missing | 6 |
| Missing (%) | 14.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3226947082 |
| Minimum | 0.1422780931 |
|---|---|
| Maximum | 0.6276847889 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 464.0 B |
Quantile statistics
| Minimum | 0.1422780931 |
|---|---|
| 5-th percentile | 0.1429319605 |
| Q1 | 0.2021388054 |
| median | 0.2552195965 |
| Q3 | 0.4277021389 |
| 95-th percentile | 0.5893551095 |
| Maximum | 0.6276847889 |
| Range | 0.4854066958 |
| Interquartile range (IQR) | 0.2255633334 |
Descriptive statistics
| Standard deviation | 0.147405001 |
|---|---|
| Coefficient of variation (CV) | 0.4567939827 |
| Kurtosis | -0.8438127856 |
| Mean | 0.3226947082 |
| Median Absolute Deviation (MAD) | 0.1045936256 |
| Skewness | 0.6046761429 |
| Sum | 11.6170095 |
| Variance | 0.02172823431 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2410098835 | 2 | 4.8% |
| 0.6276847889 | 2 | 4.8% |
| 0.1422780931 | 2 | 4.8% |
| 0.5765785497 | 1 | 2.4% |
| 0.4138133567 | 1 | 2.4% |
| 0.4440896845 | 1 | 2.4% |
| 0.4451755771 | 1 | 2.4% |
| 0.193029042 | 1 | 2.4% |
| 0.5099540571 | 1 | 2.4% |
| 0.3523371674 | 1 | 2.4% |
| Other values (23) | 23 | |
| (Missing) | 6 | 14.3% |
| Value | Count | Frequency (%) |
| 0.1422780931 | 2 | |
| 0.1431499162 | 1 | |
| 0.1592580824 | 1 | |
| 0.1760484467 | 1 | |
| 0.193029042 | 1 | |
| 0.1951032501 | 1 | |
| 0.1954804748 | 1 | |
| 0.1978179588 | 1 | |
| 0.2035790877 | 1 | |
| 0.2043111741 | 1 |
| Value | Count | Frequency (%) |
| 0.6276847889 | 2 | |
| 0.5765785497 | 1 | |
| 0.5551159829 | 1 | |
| 0.5099540571 | 1 | |
| 0.4982286343 | 1 | |
| 0.4451755771 | 1 | |
| 0.4440896845 | 1 | |
| 0.4315840992 | 1 | |
| 0.4264081521 | 1 | |
| 0.4234215074 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | Date | Bedtime | SOL | TST | WASO | Waketime | TIB | NOA | LSD | DSD | REMSD | ARR | SS | MS | BS | SE | SMI | AI | REMP | SWSP | Onset | Offset | TSDP | Midpoint | Day | IsWeekend | SleepRegularity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 2022-09-30 | 23.062778 | 21.0 | 455.0 | 32.0 | 7.529444 | 508.0 | 6.0 | 214.0 | 152.0 | 89.0 | 13.86 | 92.0 | 87.0 | 92.0 | 89.57 | 93.429158 | 0.79 | 19.56 | 33.41 | 23.412778 | 7.529444 | 487.0 | 4.058333 | Friday | True | NaN |
| 1 | 1 | 2022-10-01 | 22.387222 | 19.0 | 461.0 | 50.0 | 7.312222 | 535.0 | 9.0 | 252.0 | 112.0 | 96.0 | 13.82 | 92.0 | 94.0 | 83.0 | 86.17 | 89.254598 | 1.17 | 20.82 | 24.30 | 22.703889 | 7.312222 | 516.5 | 4.304167 | Saturday | True | NaN |
| 2 | 2 | 2022-10-02 | 22.571667 | 18.0 | 447.0 | 31.0 | 6.980000 | 504.0 | 6.0 | 246.0 | 95.0 | 106.0 | 14.11 | 91.0 | 91.0 | 79.0 | 88.69 | 91.880781 | 0.81 | 23.71 | 21.25 | 22.871667 | 6.980000 | 486.5 | 4.054167 | Sunday | False | 0.143150 |
| 3 | 3 | 2022-10-03 | 22.734722 | 51.0 | 411.0 | 22.0 | 6.884722 | 489.0 | 3.0 | 253.0 | 126.0 | 31.0 | 14.15 | 79.0 | 53.0 | 87.0 | 84.05 | 93.835616 | 0.44 | 7.54 | 30.66 | 23.584722 | 6.884722 | 438.0 | 3.650000 | Monday | False | 0.270951 |
| 4 | 4 | 2022-10-04 | 24.507500 | 8.0 | 378.0 | 18.0 | 7.265833 | 404.0 | 6.0 | 185.0 | 118.0 | 74.0 | 14.85 | 85.0 | 83.0 | 85.0 | 93.56 | 95.094340 | 0.95 | 19.58 | 31.22 | 24.640833 | 7.265833 | 397.5 | 3.953333 | Tuesday | False | 0.236354 |
| 5 | 5 | 2022-10-05 | 22.279722 | 15.0 | 423.0 | 91.0 | 7.104722 | 522.0 | 4.0 | 220.0 | 116.0 | 87.0 | 13.95 | 81.0 | 82.0 | 84.0 | 81.03 | 82.215743 | 0.57 | 20.57 | 27.42 | 22.529722 | 7.104722 | 514.5 | 4.287500 | Wednesday | False | 0.241010 |
| 6 | 31 | 2022-10-06 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Thursday | False | 0.241010 |
| 7 | 32 | 2022-10-07 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Friday | True | 0.269429 |
| 8 | 6 | 2022-10-08 | 23.134722 | 33.0 | 443.0 | 38.0 | 7.759722 | 517.0 | 6.0 | 206.0 | 141.0 | 96.0 | 14.31 | 90.0 | 89.0 | 90.0 | 85.69 | 91.434469 | 0.81 | 21.67 | 31.83 | 23.684722 | 7.759722 | 484.5 | 4.037500 | Saturday | True | 0.230007 |
| 9 | 7 | 2022-10-09 | 23.724167 | 13.0 | 421.0 | 36.0 | 7.590833 | 471.0 | 6.0 | 192.0 | 147.0 | 81.0 | 14.24 | 88.0 | 80.0 | 91.0 | 89.38 | 91.721133 | 0.86 | 19.24 | 34.92 | 23.940833 | 7.590833 | 459.0 | 3.825000 | Sunday | False | 0.238326 |
Last rows
| df_index | Date | Bedtime | SOL | TST | WASO | Waketime | TIB | NOA | LSD | DSD | REMSD | ARR | SS | MS | BS | SE | SMI | AI | REMP | SWSP | Onset | Offset | TSDP | Midpoint | Day | IsWeekend | SleepRegularity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32 | 41 | 2022-11-01 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Tuesday | False | 0.627685 |
| 33 | 22 | 2022-11-02 | 23.647500 | 8.0 | 433.0 | 44.0 | 7.739167 | 485.0 | 7.0 | 220.0 | 130.0 | 82.0 | 13.65 | 91.0 | 85.0 | 88.0 | 89.28 | 90.680628 | 0.97 | 18.94 | 30.02 | 23.780833 | 7.739167 | 477.5 | 3.979167 | Wednesday | False | 0.576579 |
| 34 | 23 | 2022-11-03 | 24.493889 | 8.0 | 371.0 | 50.0 | 7.660556 | 429.0 | 7.0 | 194.0 | 124.0 | 52.0 | 13.58 | 79.0 | 69.0 | 86.0 | 86.48 | 87.914692 | 1.13 | 14.02 | 33.42 | 24.627222 | 7.660556 | 422.0 | 4.143889 | Thursday | False | 0.509954 |
| 35 | 24 | 2022-11-04 | 24.308889 | 5.0 | 374.0 | 33.0 | 7.283889 | 418.0 | 7.0 | 193.0 | 105.0 | 75.0 | 14.14 | 83.0 | 78.0 | 82.0 | 89.47 | 90.447400 | 1.12 | 20.05 | 28.07 | 24.392222 | 7.283889 | 413.5 | 3.838056 | Friday | True | 0.498229 |
| 36 | 25 | 2022-11-05 | 24.673333 | 79.0 | 340.0 | 12.0 | 7.931667 | 404.0 | 3.0 | 179.0 | 79.0 | 82.0 | 14.15 | 75.0 | 90.0 | 74.0 | 84.16 | 95.371669 | 0.53 | 24.12 | 23.24 | 25.990000 | 7.931667 | 356.5 | 4.960833 | Saturday | True | 0.555116 |
| 37 | 26 | 2022-11-06 | 23.275833 | 10.0 | 428.0 | 43.0 | 7.350833 | 484.0 | 8.0 | 186.0 | 147.0 | 95.0 | 13.92 | 90.0 | 89.0 | 91.0 | 88.43 | 90.200211 | 1.12 | 22.20 | 34.35 | 23.442500 | 7.350833 | 474.5 | 3.954167 | Sunday | False | 0.431584 |
| 38 | 27 | 2022-11-07 | 22.672222 | 21.0 | 465.0 | 44.0 | 7.505556 | 530.0 | 6.0 | 311.0 | 126.0 | 28.0 | 14.08 | 85.0 | 55.0 | 87.0 | 87.74 | 91.355599 | 0.77 | 6.02 | 27.10 | 23.022222 | 7.505556 | 509.0 | 4.241667 | Monday | False | 0.405667 |
| 39 | 28 | 2022-11-08 | 24.241667 | 34.0 | 366.0 | 26.0 | 7.375000 | 427.0 | 6.0 | 232.0 | 73.0 | 60.0 | 13.25 | 77.0 | 73.0 | 72.0 | 85.71 | 92.893401 | 0.98 | 16.39 | 19.95 | 24.808333 | 7.375000 | 394.0 | 4.091667 | Tuesday | False | 0.372045 |
| 40 | 29 | 2022-11-09 | 23.836944 | 16.0 | 382.0 | 35.0 | 7.145278 | 438.0 | 6.0 | 187.0 | 142.0 | 52.0 | 13.59 | 81.0 | 64.0 | 90.0 | 87.21 | 90.414201 | 0.94 | 13.61 | 37.17 | 24.103611 | 7.145278 | 422.5 | 3.624444 | Wednesday | False | 0.423422 |
| 41 | 30 | 2022-11-10 | 23.110278 | 27.0 | 454.0 | 49.0 | 8.068611 | 537.0 | 6.0 | 203.0 | 164.0 | 87.0 | 13.33 | 89.0 | 82.0 | 94.0 | 84.54 | 88.932419 | 0.79 | 19.16 | 36.12 | 23.560278 | 8.068611 | 510.5 | 4.254167 | Thursday | False | 0.426408 |